Epoch 1/100 ---------- lr: 0.01 train loss: 9.6423 val loss: 3.5479 Epoch 2/100 ---------- lr: 0.01 train loss: 4.4909 val loss: 2.6785 Epoch 3/100 ---------- lr: 0.01 train loss: 4.0835 val loss: 2.6411 Epoch 4/100 ---------- lr: 0.01 train loss: 3.7664 val loss: 2.3875 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5279 val loss: 1.9115 Epoch 6/100 ---------- lr: 0.01 train loss: 3.3767 val loss: 2.1950 Epoch 7/100 ---------- lr: 0.01 train loss: 3.2536 val loss: 1.6757 Epoch 8/100 ---------- lr: 0.01 train loss: 3.0863 val loss: 1.7319 Epoch 9/100 ---------- lr: 0.01 train loss: 2.9122 val loss: 1.4270 Epoch 10/100 ---------- lr: 0.01 train loss: 2.8483 val loss: 1.8693 Epoch 11/100 ---------- lr: 0.01 train loss: 3.4320 val loss: 1.7059 Epoch 12/100 ---------- lr: 0.01 train loss: 2.8103 val loss: 1.3397 Epoch 13/100 ---------- lr: 0.01 train loss: 2.6648 val loss: 1.5981 Epoch 14/100 ---------- lr: 0.01 train loss: 2.6807 val loss: 1.3001 Epoch 15/100 ---------- lr: 0.01 train loss: 2.6468 val loss: 1.4595 Epoch 16/100 ---------- lr: 0.01 train loss: 2.5304 val loss: 1.2953 Epoch 17/100 ---------- lr: 0.01 train loss: 2.6238 val loss: 1.7447 Epoch 18/100 ---------- lr: 0.01 train loss: 2.8772 val loss: 1.3305 Epoch 19/100 ---------- lr: 0.01 train loss: 2.4819 val loss: 1.2345 Epoch 20/100 ---------- lr: 0.01 train loss: 2.4493 val loss: 1.2585 Epoch 21/100 ---------- lr: 0.01 train loss: 2.4388 val loss: 1.3030 Epoch 22/100 ---------- lr: 0.01 train loss: 2.4506 val loss: 1.1111 Epoch 23/100 ---------- lr: 0.01 train loss: 2.3369 val loss: 1.0959 Epoch 24/100 ---------- lr: 0.01 train loss: 2.4311 val loss: 1.1201 Epoch 25/100 ---------- lr: 0.01 train loss: 2.4947 val loss: 1.7196 Epoch 26/100 ---------- lr: 0.01 train loss: 2.5242 val loss: 1.1643 Epoch 27/100 ---------- lr: 0.01 train loss: 2.3108 val loss: 1.2263 Epoch 28/100 ---------- lr: 0.01 train loss: 2.3057 val loss: 1.0154 Epoch 29/100 ---------- lr: 0.01 train loss: 2.3494 val loss: 1.0710 Epoch 30/100 ---------- lr: 0.01 train loss: 2.5157 val loss: 1.1808 Epoch 31/100 ---------- lr: 0.01 train loss: 2.2595 val loss: 0.8194 Epoch 32/100 ---------- lr: 0.01 train loss: 2.4979 val loss: 2.4162 Epoch 33/100 ---------- lr: 0.01 train loss: 2.8611 val loss: 1.1225 Epoch 34/100 ---------- lr: 0.01 train loss: 2.4356 val loss: 1.1339 Epoch 35/100 ---------- lr: 0.01 train loss: 2.4144 val loss: 1.2015 Epoch 36/100 ---------- lr: 0.01 train loss: 2.3113 val loss: 0.9961 Epoch 37/100 ---------- lr: 0.01 train loss: 2.3496 val loss: 1.3938 Epoch 38/100 ---------- lr: 0.01 train loss: 2.5231 val loss: 1.1063 Epoch 39/100 ---------- lr: 0.01 train loss: 2.3354 val loss: 1.0960 Epoch 40/100 ---------- lr: 0.01 train loss: 2.2634 val loss: 1.1252 Epoch 41/100 ---------- lr: 0.01 train loss: 2.2498 val loss: 0.9338 Epoch 42/100 ---------- lr: 0.01 train loss: 2.2561 val loss: 1.0150 Epoch 43/100 ---------- lr: 0.01 train loss: 2.5463 val loss: 1.2032 Epoch 44/100 ---------- lr: 0.01 train loss: 3.1876 val loss: 1.7598 Epoch 45/100 ---------- lr: 0.01 train loss: 2.6980 val loss: 1.3986 Epoch 46/100 ---------- lr: 0.01 train loss: 2.4534 val loss: 1.2426 Epoch 47/100 ---------- lr: 0.01 train loss: 2.4528 val loss: 1.1083 Epoch 48/100 ---------- lr: 0.01 train loss: 2.3158 val loss: 1.1002 Epoch 49/100 ---------- lr: 0.01 train loss: 2.3132 val loss: 1.0040 Epoch 50/100 ---------- lr: 0.01 train loss: 2.2922 val loss: 0.9554 Epoch 51/100 ---------- lr: 0.01 train loss: 2.2425 val loss: 0.9280 Epoch 52/100 ---------- lr: 0.01 train loss: 2.3410 val loss: 1.0544 Epoch 53/100 ---------- lr: 0.005 train loss: 2.1269 val loss: 0.8114 Epoch 54/100 ---------- lr: 0.005 train loss: 2.0723 val loss: 0.8205 Epoch 55/100 ---------- lr: 0.005 train loss: 2.0540 val loss: 0.7690 Epoch 56/100 ---------- lr: 0.005 train loss: 2.0464 val loss: 0.7764 Epoch 57/100 ---------- lr: 0.005 train loss: 2.0432 val loss: 0.7369 Epoch 58/100 ---------- lr: 0.005 train loss: 2.0300 val loss: 0.7108 Epoch 59/100 ---------- lr: 0.005 train loss: 2.0548 val loss: 0.7478 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0433 val loss: 0.7907 Epoch 61/100 ---------- lr: 0.005 train loss: 2.0193 val loss: 0.7950 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9851 val loss: 0.7544 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9948 val loss: 0.8447 Epoch 64/100 ---------- lr: 0.005 train loss: 2.0084 val loss: 0.7262 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9782 val loss: 0.7895 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9920 val loss: 0.7385 Epoch 67/100 ---------- lr: 0.005 train loss: 2.0449 val loss: 0.7777 Epoch 68/100 ---------- lr: 0.005 train loss: 2.0605 val loss: 0.8241 Epoch 69/100 ---------- lr: 0.005 train loss: 2.0179 val loss: 0.7926 Epoch 70/100 ---------- lr: 0.005 train loss: 2.0177 val loss: 0.7547 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9747 val loss: 0.7819 Epoch 72/100 ---------- lr: 0.005 train loss: 1.9822 val loss: 0.8637 Epoch 73/100 ---------- lr: 0.005 train loss: 2.0159 val loss: 0.8381 Epoch 74/100 ---------- lr: 0.005 train loss: 1.9574 val loss: 0.7626 Epoch 75/100 ---------- lr: 0.005 train loss: 2.0381 val loss: 0.8996 Epoch 76/100 ---------- lr: 0.005 train loss: 1.9717 val loss: 0.6653 Epoch 77/100 ---------- lr: 0.005 train loss: 1.9463 val loss: 0.8238 Epoch 78/100 ---------- lr: 0.005 train loss: 1.9618 val loss: 0.7446 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9663 val loss: 0.7844 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9279 val loss: 0.7907 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9430 val loss: 0.8496 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9360 val loss: 0.8364 Epoch 83/100 ---------- lr: 0.005 train loss: 1.9636 val loss: 0.8317 Epoch 84/100 ---------- lr: 0.005 train loss: 1.9552 val loss: 0.9481 Epoch 85/100 ---------- lr: 0.005 train loss: 1.9953 val loss: 0.9177 Epoch 86/100 ---------- lr: 0.005 train loss: 1.9438 val loss: 0.8393 Epoch 87/100 ---------- lr: 0.005 train loss: 1.9194 val loss: 0.8259 Epoch 88/100 ---------- lr: 0.005 train loss: 1.9132 val loss: 0.8090 Epoch 89/100 ---------- lr: 0.005 train loss: 1.8984 val loss: 0.8128 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9594 val loss: 0.8591 Epoch 91/100 ---------- lr: 0.005 train loss: 1.9235 val loss: 0.8097 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9074 val loss: 0.7929 Epoch 93/100 ---------- lr: 0.005 train loss: 1.8916 val loss: 0.8384 Epoch 94/100 ---------- lr: 0.005 train loss: 1.9066 val loss: 0.7855 Epoch 95/100 ---------- lr: 0.005 train loss: 1.9137 val loss: 0.8472 Epoch 96/100 ---------- lr: 0.005 train loss: 1.9469 val loss: 0.8193 Epoch 97/100 ---------- lr: 0.005 train loss: 1.9256 val loss: 0.8077 Epoch 98/100 ---------- lr: 0.0025 train loss: 1.8710 val loss: 0.7484 Epoch 99/100 ---------- lr: 0.0025 train loss: 1.8405 val loss: 0.7461 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.8467 val loss: 0.7836 Training complete in 7m 9s Best val loss: 0.6653 at epoch 76 Val MSE at best epoch: 0.2686